Vector Repacking Algorithms For Power-Aware Computing

2013 INTERNATIONAL GREEN COMPUTING CONFERENCE (IGCC)(2013)

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摘要
In this paper we experiment with practical algorithms for the vector repacking problem and its variants. Vector repacking, like vector packing, aims to pack a set of input vectors such that the number of bins used is minimized, while minimizing the changes from the previous packing. We also consider a variant of vector repacking that stores additional copies of items with the goal of improving the performance of vector repacking algorithms. In addition, our algorithms are parameterized so that they can be effectively optimized for a variety of resource allocation applications with different input characteristics and different cost functions.
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关键词
resource allocation,approximation algorithms,vectors,resource management,servers,cost function,noise measurement
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